Covering Scientific & Technical AI | Friday, June 19, 2026

AI hallucinations

Oumi Takes Aim at LLM Hallucinations, One Sentence at a Time

Language models still struggle with the truth, and for industries with regulatory or safety responsibilities, that can be a serious liability. That is why open source AI lab Oumi ...Full Article

Spotting AI Hallucinations: MIT’s SymGen Speeds Up LLM Output Validation

Imagine if your LLM could not only provide answers but also show you exactly where those answers came from—like a scholar meticulously citing sources. A new validation tool created ...Full Article

Using AI to Fix AI: OpenAI’s CriticGPT

Amid the current AI explosion, one of the main challenges facing this technology’s implementation is that AI can sometimes make mistakes. What’s more, the black-box nature of many AI ...Full Article